Domain transformation using semi-supervised CycleGAN for improving performance of classifying thyroid tissue images

Purpose A large number of research has been conducted on the classification of medical images using deep learning. The thyroid tissue images can be also classified by cancer types. Deep learning requires a large amount of data, but every medical institution cannot collect sufficient number of data f...

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Veröffentlicht in:International journal for computer assisted radiology and surgery 2024-11, Vol.19 (11), p.2153-2163
Hauptverfasser: Ichiuji, Yoshihito, Mabu, Shingo, Hatta, Satomi, Inai, Kunihiro, Higuchi, Shohei, Kido, Shoji
Format: Artikel
Sprache:eng
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